Papers by Maddalen López de Lacalle
Building a Task-oriented Dialog System for Languages with no Training Data: the Case for Basque (2020.lrec-1)
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| Challenge: | a new approach to task-oriented dialog systems is proposed for less-resourced languages . the authors compare training data projection with direct model transfer strategies . |
| Approach: | They propose to project existing annotations in rich-resource languages and use NMT to project them. |
| Outcome: | The proposed system outperforms models trained on Basque projected data in intent classification and slot filling tasks. |